Disclosed herein are system, method, and computer program product embodiments for visualizing code execution of a multi-threaded server. An embodiment operates by receiving a log of contents of a plurality of thread stacks over a time period of code execution and receiving a rule for populating a graphical interface with thread stack contents. It also includes populating the graphical interface with a representation of the thread stack contents over time.